Optical Instruments, Volume. 47, Issue 2, 68(2025)

Simulation and analysis of optical fully connected neural networks and optical convolutional neural networks

Ben JIANG, Wei ZHANG*, and Weiye PENG
Author Affiliations
  • School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
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    References(21)

    [2] XU R Q, LV P, XU F J et al. A survey of approaches for implementing optical neural networks[J]. Optics & Laser Technology, 136, 106787(2021).

    [7] [7] NOTAROS J, PAVANELLO F, WADE M T, et al. Ultraefficient CMOS fibertochip grating couplers[C]Optical Fiber Communications Conference Exhibition. Anaheim: IEEE, 2016: 1 − 3.

    [11] [11] BAGHERIAN H, SKIRLO S, SHEN Y C, et al. Onchip optical convolutional neural wks[J]. arXiv: 1808.03303, 2018.

    [24] ZILKIE A J, SRINIVASAN P, TRITA A et al. Multi-micron silicon photonics platform for highly manufacturable and versatile photonic integrated circuits[J]. IEEE Journal of Selected Topics in Quantum Electronics, 25, 1-13(2019).

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    Ben JIANG, Wei ZHANG, Weiye PENG. Simulation and analysis of optical fully connected neural networks and optical convolutional neural networks[J]. Optical Instruments, 2025, 47(2): 68

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    Paper Information

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    Received: Jan. 28, 2024

    Accepted: --

    Published Online: May. 30, 2025

    The Author Email: Wei ZHANG (zwopt@qq.com)

    DOI:10.3969/j.issn.1005-5630.202401280012

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